The dust was settling, a fine, grey film on everything. He wiped his brow with the back of his hand, smearing the grit. He could feel it in his teeth. It was a conspiracy, he knew it. The construction was a front. What was he trying to hide?

He took a circuitous route to the mailbox, staying in the shadows. He didn't want to be seen. He didn’t trust those people. He crouched by his mailbox, scanning the street before retrieving his mail. He tore open each envelope immediately, as if searching for something he couldn't name.

He saw the glint of metal in his peripheral vision and jumped, stumbling backwards. It was only the postman, but his heart was hammering against his ribs. He mumbled a greeting, forcing a smile. The postman gave a polite nod, and moved on. The neighbor's house loomed, a monstrous presence.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

This story is one of 1,000 stories generated for the emotion paranoid. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 paranoid stories, after denoising with neutral dialogue baselines, produces the paranoid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the paranoid vector is projected through the unembedding matrix.

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434